Natural language interface for cell-cell communication analysis with Liana through MCP.
Project description
Liana-MCP
Natural language interface for scRNA-Seq analysis with Liana through MCP.
🪩 What can it do?
- IO module like read and write scRNA-Seq data
- Cell-cell communication method
- Plotting module, circle plot, dotplot
❓ Who is this for?
- Anyone who wants to do scRNA-Seq analysis natural language!
- Agent developers who want to call Liana's functions for their applications
🌐 Where to use it?
You can use Liana-mcp in most AI clients, plugins, or agent frameworks that support the MCP:
- AI clients, like Cherry Studio
- Plugins, like Cline
- Agent frameworks, like Agno
🎬 Demo
A demo showing scRNA-Seq cell cluster analysis in a AI client Cherry Studio using natural language based on Liana-mcp
🏎️ Quickstart
Install
Install from PyPI
pip install Liana-mcp
you can test it by running
liana-mcp run
run scnapy-server locally
Refer to the following configuration in your MCP client:
"mcpServers": {
"liana-mcp": {
"command": "liana-mcp",
"args": [
"run"
]
}
}
run scnapy-server remotely
Refer to the following configuration in your MCP client:
run it in your server
Liana-mcp run --transport shttp --port 8000
Then configure your MCP client, like this:
http://localhost:8000/mcp
🤝 Contributing
If you have any questions, welcome to submit an issue, or contact me(hsh-me@outlook.com). Contributions to the code are also welcome!
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